##### WITH NEW RULES AND SCORES #####

# SUMMARY for threshold 5.0:
# Correctly non-spam: 220278  20.763%  (97.795% of non-spam corpus)
# Correctly spam:     442817  41.739%  (52.989% of spam corpus)
# False positives:      4967  0.468%  (2.205% of nonspam, 540874 weighted)
# False negatives:    392860  37.030%  (47.011% of spam, 898042 weighted)
# Average score for spam:  5.6    nonspam: 1.1
# Average for false-pos:   5.9  false-neg: 2.3
# TOTAL:              1060922  100.00%

Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  27530  97.59%
# Correctly spam:      55107  52.91%
# False positives:       680  2.41%
# False negatives:     49050  47.09%
# TCR(l=50): 1.254148  SpamRecall: 52.908%  SpamPrec: 98.781%

##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 220570  97.92%
# Correctly spam:     372096  44.53%
# False positives:      4675  2.08%
# False negatives:    463581  55.47%
# TCR(l=50): 1.198394  SpamRecall: 44.526%  SpamPrec: 98.759%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  27588  97.80%
# Correctly spam:      46178  44.33%
# False positives:       622  2.20%
# False negatives:     57979  55.67%
# TCR(l=50): 1.169265  SpamRecall: 44.335%  SpamPrec: 98.671%